Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 4600 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.9 MiB |
| Average record size in memory | 443.8 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 10 |
| Categorical | 5 |
| Text | 2 |
country has constant value "" | Constant |
price is highly overall correlated with sqft_living and 1 other fields | High correlation |
bedrooms is highly overall correlated with bathrooms and 2 other fields | High correlation |
bathrooms is highly overall correlated with bedrooms and 4 other fields | High correlation |
sqft_living is highly overall correlated with price and 3 other fields | High correlation |
floors is highly overall correlated with bathrooms and 2 other fields | High correlation |
sqft_above is highly overall correlated with price and 4 other fields | High correlation |
yr_built is highly overall correlated with bathrooms and 1 other fields | High correlation |
waterfront is highly imbalanced (93.9%) | Imbalance |
view is highly imbalanced (71.9%) | Imbalance |
price is highly skewed (γ1 = 24.79093256) | Skewed |
price has 49 (1.1%) zeros | Zeros |
sqft_basement has 2745 (59.7%) zeros | Zeros |
yr_renovated has 2735 (59.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-23 22:35:41.146406 |
|---|---|
| Analysis finished | 2023-10-23 22:36:12.892278 |
| Duration | 31.75 seconds |
| Software version | ydata-profiling vv4.6.0 |
| Download configuration | config.json |
date
Date
| Distinct | 70 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.1 KiB |
| Minimum | 2014-05-02 00:00:00 |
|---|---|
| Maximum | 2014-07-10 00:00:00 |
price
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 1741 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 551962.99 |
| Minimum | 0 |
|---|---|
| Maximum | 26590000 |
| Zeros | 49 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 200000 |
| Q1 | 322875 |
| median | 460943.46 |
| Q3 | 654962.5 |
| 95-th percentile | 1184050 |
| Maximum | 26590000 |
| Range | 26590000 |
| Interquartile range (IQR) | 332087.5 |
Descriptive statistics
| Standard deviation | 563834.7 |
|---|---|
| Coefficient of variation (CV) | 1.0215082 |
| Kurtosis | 1044.3522 |
| Mean | 551962.99 |
| Median Absolute Deviation (MAD) | 157500 |
| Skewness | 24.790933 |
| Sum | 2.5390297 × 109 |
| Variance | 3.1790957 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49 | 1.1% |
| 300000 | 42 | 0.9% |
| 400000 | 31 | 0.7% |
| 440000 | 29 | 0.6% |
| 450000 | 29 | 0.6% |
| 600000 | 29 | 0.6% |
| 350000 | 28 | 0.6% |
| 250000 | 27 | 0.6% |
| 435000 | 27 | 0.6% |
| 415000 | 27 | 0.6% |
| Other values (1731) | 4282 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 7800 | 1 | < 0.1% |
| 80000 | 1 | < 0.1% |
| 83000 | 1 | < 0.1% |
| 83300 | 2 | < 0.1% |
| 84350 | 1 | < 0.1% |
| 87500 | 1 | < 0.1% |
| 90000 | 2 | < 0.1% |
| 100000 | 4 | 0.1% |
| 102500 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26590000 | 1 | |
| 12899000 | 1 | |
| 7062500 | 1 | |
| 4668000 | 1 | |
| 4489000 | 1 | |
| 3800000 | 1 | |
| 3710000 | 1 | |
| 3200000 | 1 | |
| 3100000 | 1 | |
| 3000000 | 1 |
bedrooms
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4008696 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.90884812 |
|---|---|
| Coefficient of variation (CV) | 0.26723992 |
| Kurtosis | 1.2353774 |
| Mean | 3.4008696 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.45644663 |
| Sum | 15644 |
| Variance | 0.8260049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 2032 | |
| 4 | 1531 | |
| 2 | 566 | 12.3% |
| 5 | 353 | 7.7% |
| 6 | 61 | 1.3% |
| 1 | 38 | 0.8% |
| 7 | 14 | 0.3% |
| 8 | 2 | < 0.1% |
| 0 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 38 | 0.8% |
| 2 | 566 | 12.3% |
| 3 | 2032 | |
| 4 | 1531 | |
| 5 | 353 | 7.7% |
| 6 | 61 | 1.3% |
| 7 | 14 | 0.3% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 14 | 0.3% |
| 6 | 61 | 1.3% |
| 5 | 353 | 7.7% |
| 4 | 1531 | |
| 3 | 2032 | |
| 2 | 566 | 12.3% |
| 1 | 38 | 0.8% |
| 0 | 2 | < 0.1% |
bathrooms
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1608152 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.75 |
| median | 2.25 |
| Q3 | 2.5 |
| 95-th percentile | 3.5 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0.75 |
Descriptive statistics
| Standard deviation | 0.78378107 |
|---|---|
| Coefficient of variation (CV) | 0.36272471 |
| Kurtosis | 1.8659047 |
| Mean | 2.1608152 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.61603272 |
| Sum | 9939.75 |
| Variance | 0.61431277 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 1189 | |
| 1 | 743 | |
| 1.75 | 629 | |
| 2 | 427 | 9.3% |
| 2.25 | 419 | 9.1% |
| 1.5 | 291 | 6.3% |
| 2.75 | 276 | 6.0% |
| 3 | 167 | 3.6% |
| 3.5 | 162 | 3.5% |
| 3.25 | 136 | 3.0% |
| Other values (16) | 161 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.75 | 17 | 0.4% |
| 1 | 743 | |
| 1.25 | 3 | 0.1% |
| 1.5 | 291 | 6.3% |
| 1.75 | 629 | |
| 2 | 427 | 9.3% |
| 2.25 | 419 | 9.1% |
| 2.5 | 1189 | |
| 2.75 | 276 | 6.0% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 6.75 | 1 | < 0.1% |
| 6.5 | 1 | < 0.1% |
| 6.25 | 2 | < 0.1% |
| 5.75 | 1 | < 0.1% |
| 5.5 | 4 | 0.1% |
| 5.25 | 4 | 0.1% |
| 5 | 6 | 0.1% |
| 4.75 | 7 | 0.2% |
| 4.5 | 29 |
sqft_living
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 566 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2139.347 |
| Minimum | 370 |
|---|---|
| Maximum | 13540 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 370 |
|---|---|
| 5-th percentile | 950 |
| Q1 | 1460 |
| median | 1980 |
| Q3 | 2620 |
| 95-th percentile | 3870 |
| Maximum | 13540 |
| Range | 13170 |
| Interquartile range (IQR) | 1160 |
Descriptive statistics
| Standard deviation | 963.20692 |
|---|---|
| Coefficient of variation (CV) | 0.45023408 |
| Kurtosis | 8.2916826 |
| Mean | 2139.347 |
| Median Absolute Deviation (MAD) | 570 |
| Skewness | 1.7235133 |
| Sum | 9840996 |
| Variance | 927767.56 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1940 | 32 | 0.7% |
| 1720 | 32 | 0.7% |
| 1660 | 31 | 0.7% |
| 1840 | 31 | 0.7% |
| 2000 | 30 | 0.7% |
| 1410 | 29 | 0.6% |
| 1200 | 28 | 0.6% |
| 1480 | 28 | 0.6% |
| 1700 | 27 | 0.6% |
| 1490 | 27 | 0.6% |
| Other values (556) | 4305 |
| Value | Count | Frequency (%) |
| 370 | 1 | |
| 380 | 1 | |
| 420 | 1 | |
| 430 | 1 | |
| 490 | 1 | |
| 520 | 1 | |
| 550 | 1 | |
| 560 | 1 | |
| 580 | 1 | |
| 590 | 2 |
| Value | Count | Frequency (%) |
| 13540 | 1 | |
| 10040 | 1 | |
| 9640 | 1 | |
| 8670 | 1 | |
| 8020 | 1 | |
| 7320 | 1 | |
| 7270 | 1 | |
| 7050 | 1 | |
| 6980 | 1 | |
| 6900 | 1 |
sqft_lot
Real number (ℝ)
| Distinct | 3113 |
|---|---|
| Distinct (%) | 67.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14852.516 |
| Minimum | 638 |
|---|---|
| Maximum | 1074218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 638 |
|---|---|
| 5-th percentile | 1690.8 |
| Q1 | 5000.75 |
| median | 7683 |
| Q3 | 11001.25 |
| 95-th percentile | 43560 |
| Maximum | 1074218 |
| Range | 1073580 |
| Interquartile range (IQR) | 6000.5 |
Descriptive statistics
| Standard deviation | 35884.436 |
|---|---|
| Coefficient of variation (CV) | 2.416051 |
| Kurtosis | 219.87299 |
| Mean | 14852.516 |
| Median Absolute Deviation (MAD) | 2772 |
| Skewness | 11.307139 |
| Sum | 68321574 |
| Variance | 1.2876928 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 80 | 1.7% |
| 6000 | 65 | 1.4% |
| 4000 | 54 | 1.2% |
| 7200 | 50 | 1.1% |
| 4800 | 29 | 0.6% |
| 4500 | 25 | 0.5% |
| 9600 | 25 | 0.5% |
| 3000 | 23 | 0.5% |
| 5500 | 23 | 0.5% |
| 7500 | 23 | 0.5% |
| Other values (3103) | 4203 |
| Value | Count | Frequency (%) |
| 638 | 1 | |
| 681 | 1 | |
| 704 | 1 | |
| 746 | 1 | |
| 747 | 1 | |
| 750 | 1 | |
| 779 | 1 | |
| 833 | 1 | |
| 835 | 1 | |
| 844 | 2 |
| Value | Count | Frequency (%) |
| 1074218 | 1 | |
| 641203 | 1 | |
| 478288 | 1 | |
| 435600 | 2 | |
| 423838 | 1 | |
| 389126 | 1 | |
| 327135 | 1 | |
| 307752 | 1 | |
| 306848 | 1 | |
| 284011 | 1 |
floors
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5120652 |
| Minimum | 1 |
|---|---|
| Maximum | 3.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1.5 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3.5 |
| Range | 2.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.53828838 |
|---|---|
| Coefficient of variation (CV) | 0.35599548 |
| Kurtosis | -0.53885198 |
| Mean | 1.5120652 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.55144065 |
| Sum | 6955.5 |
| Variance | 0.28975438 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2174 | |
| 2 | 1811 | |
| 1.5 | 444 | 9.7% |
| 3 | 128 | 2.8% |
| 2.5 | 41 | 0.9% |
| 3.5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2174 | |
| 1.5 | 444 | 9.7% |
| 2 | 1811 | |
| 2.5 | 41 | 0.9% |
| 3 | 128 | 2.8% |
| 3.5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.5 | 2 | < 0.1% |
| 3 | 128 | 2.8% |
| 2.5 | 41 | 0.9% |
| 2 | 1811 | |
| 1.5 | 444 | 9.7% |
| 1 | 2174 |
waterfront
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 260.7 KiB |
| 0 | |
|---|---|
| 1 | 33 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4600 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4567 | |
| 1 | 33 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4567 | |
| 1 | 33 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4567 | |
| 1 | 33 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4600 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4567 | |
| 1 | 33 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4567 | |
| 1 | 33 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4567 | |
| 1 | 33 | 0.7% |
view
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 260.7 KiB |
| 0 | |
|---|---|
| 2 | 205 |
| 3 | 116 |
| 4 | 70 |
| 1 | 69 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4600 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 4 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4140 | |
| 2 | 205 | 4.5% |
| 3 | 116 | 2.5% |
| 4 | 70 | 1.5% |
| 1 | 69 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4140 | |
| 2 | 205 | 4.5% |
| 3 | 116 | 2.5% |
| 4 | 70 | 1.5% |
| 1 | 69 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4140 | |
| 2 | 205 | 4.5% |
| 3 | 116 | 2.5% |
| 4 | 70 | 1.5% |
| 1 | 69 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4600 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4140 | |
| 2 | 205 | 4.5% |
| 3 | 116 | 2.5% |
| 4 | 70 | 1.5% |
| 1 | 69 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4140 | |
| 2 | 205 | 4.5% |
| 3 | 116 | 2.5% |
| 4 | 70 | 1.5% |
| 1 | 69 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4140 | |
| 2 | 205 | 4.5% |
| 3 | 116 | 2.5% |
| 4 | 70 | 1.5% |
| 1 | 69 | 1.5% |
condition
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 260.7 KiB |
| 3 | |
|---|---|
| 4 | |
| 5 | |
| 2 | 32 |
| 1 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4600 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 5 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 2875 | |
| 4 | 1252 | |
| 5 | 435 | 9.5% |
| 2 | 32 | 0.7% |
| 1 | 6 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2875 | |
| 4 | 1252 | |
| 5 | 435 | 9.5% |
| 2 | 32 | 0.7% |
| 1 | 6 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2875 | |
| 4 | 1252 | |
| 5 | 435 | 9.5% |
| 2 | 32 | 0.7% |
| 1 | 6 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4600 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2875 | |
| 4 | 1252 | |
| 5 | 435 | 9.5% |
| 2 | 32 | 0.7% |
| 1 | 6 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2875 | |
| 4 | 1252 | |
| 5 | 435 | 9.5% |
| 2 | 32 | 0.7% |
| 1 | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2875 | |
| 4 | 1252 | |
| 5 | 435 | 9.5% |
| 2 | 32 | 0.7% |
| 1 | 6 | 0.1% |
sqft_above
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 511 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1827.2654 |
| Minimum | 370 |
|---|---|
| Maximum | 9410 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 370 |
|---|---|
| 5-th percentile | 860 |
| Q1 | 1190 |
| median | 1590 |
| Q3 | 2300 |
| 95-th percentile | 3440 |
| Maximum | 9410 |
| Range | 9040 |
| Interquartile range (IQR) | 1110 |
Descriptive statistics
| Standard deviation | 862.16898 |
|---|---|
| Coefficient of variation (CV) | 0.47183565 |
| Kurtosis | 4.0701383 |
| Mean | 1827.2654 |
| Median Absolute Deviation (MAD) | 490 |
| Skewness | 1.4942107 |
| Sum | 8405421 |
| Variance | 743335.34 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1200 | 47 | 1.0% |
| 1010 | 47 | 1.0% |
| 1300 | 45 | 1.0% |
| 1140 | 44 | 1.0% |
| 1320 | 43 | 0.9% |
| 1150 | 42 | 0.9% |
| 1090 | 40 | 0.9% |
| 1180 | 40 | 0.9% |
| 1400 | 38 | 0.8% |
| 1050 | 37 | 0.8% |
| Other values (501) | 4177 |
| Value | Count | Frequency (%) |
| 370 | 1 | < 0.1% |
| 380 | 1 | < 0.1% |
| 420 | 1 | < 0.1% |
| 430 | 1 | < 0.1% |
| 490 | 1 | < 0.1% |
| 520 | 1 | < 0.1% |
| 550 | 3 | |
| 560 | 1 | < 0.1% |
| 580 | 1 | < 0.1% |
| 590 | 2 |
| Value | Count | Frequency (%) |
| 9410 | 1 | |
| 8020 | 1 | |
| 7680 | 1 | |
| 7320 | 1 | |
| 6640 | 1 | |
| 6430 | 1 | |
| 6420 | 1 | |
| 6120 | 1 | |
| 6070 | 1 | |
| 6050 | 1 |
sqft_basement
Real number (ℝ)
ZEROS 
| Distinct | 207 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 312.08152 |
| Minimum | 0 |
|---|---|
| Maximum | 4820 |
| Zeros | 2745 |
| Zeros (%) | 59.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 610 |
| 95-th percentile | 1210 |
| Maximum | 4820 |
| Range | 4820 |
| Interquartile range (IQR) | 610 |
Descriptive statistics
| Standard deviation | 464.13723 |
|---|---|
| Coefficient of variation (CV) | 1.4872307 |
| Kurtosis | 4.08238 |
| Mean | 312.08152 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6427322 |
| Sum | 1435575 |
| Variance | 215423.37 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2745 | |
| 500 | 53 | 1.2% |
| 600 | 45 | 1.0% |
| 800 | 43 | 0.9% |
| 900 | 41 | 0.9% |
| 700 | 38 | 0.8% |
| 1000 | 33 | 0.7% |
| 400 | 33 | 0.7% |
| 550 | 27 | 0.6% |
| 750 | 26 | 0.6% |
| Other values (197) | 1516 |
| Value | Count | Frequency (%) |
| 0 | 2745 | |
| 20 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 60 | 2 | < 0.1% |
| 65 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 80 | 3 | 0.1% |
| 90 | 2 | < 0.1% |
| 100 | 14 | 0.3% |
| 110 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4820 | 1 | |
| 4130 | 1 | |
| 2850 | 1 | |
| 2730 | 1 | |
| 2550 | 2 | |
| 2360 | 1 | |
| 2330 | 1 | |
| 2300 | 1 | |
| 2200 | 1 | |
| 2180 | 1 |
yr_built
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 115 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1970.7863 |
| Minimum | 1900 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1913 |
| Q1 | 1951 |
| median | 1976 |
| Q3 | 1997 |
| 95-th percentile | 2009 |
| Maximum | 2014 |
| Range | 114 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 29.731848 |
|---|---|
| Coefficient of variation (CV) | 0.015086287 |
| Kurtosis | -0.6700759 |
| Mean | 1970.7863 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | -0.50215519 |
| Sum | 9065617 |
| Variance | 883.98281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2006 | 111 | 2.4% |
| 2005 | 104 | 2.3% |
| 2007 | 93 | 2.0% |
| 2004 | 92 | 2.0% |
| 1978 | 90 | 2.0% |
| 2003 | 89 | 1.9% |
| 2008 | 89 | 1.9% |
| 1967 | 82 | 1.8% |
| 1977 | 80 | 1.7% |
| 2014 | 78 | 1.7% |
| Other values (105) | 3692 |
| Value | Count | Frequency (%) |
| 1900 | 22 | |
| 1901 | 9 | 0.2% |
| 1902 | 10 | 0.2% |
| 1903 | 10 | 0.2% |
| 1904 | 9 | 0.2% |
| 1905 | 19 | |
| 1906 | 27 | |
| 1907 | 12 | |
| 1908 | 19 | |
| 1909 | 22 |
| Value | Count | Frequency (%) |
| 2014 | 78 | |
| 2013 | 57 | |
| 2012 | 33 | 0.7% |
| 2011 | 24 | 0.5% |
| 2010 | 28 | 0.6% |
| 2009 | 50 | |
| 2008 | 89 | |
| 2007 | 93 | |
| 2006 | 111 | |
| 2005 | 104 |
yr_renovated
Real number (ℝ)
ZEROS 
| Distinct | 60 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 808.60826 |
| Minimum | 0 |
|---|---|
| Maximum | 2014 |
| Zeros | 2735 |
| Zeros (%) | 59.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1999 |
| 95-th percentile | 2011 |
| Maximum | 2014 |
| Range | 2014 |
| Interquartile range (IQR) | 1999 |
Descriptive statistics
| Standard deviation | 979.41454 |
|---|---|
| Coefficient of variation (CV) | 1.2112349 |
| Kurtosis | -1.8511109 |
| Mean | 808.60826 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3859187 |
| Sum | 3719598 |
| Variance | 959252.83 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2735 | |
| 2000 | 170 | 3.7% |
| 2003 | 151 | 3.3% |
| 2009 | 109 | 2.4% |
| 2001 | 109 | 2.4% |
| 2005 | 95 | 2.1% |
| 2004 | 77 | 1.7% |
| 2014 | 72 | 1.6% |
| 2006 | 68 | 1.5% |
| 2013 | 61 | 1.3% |
| Other values (50) | 953 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 2735 | |
| 1912 | 33 | 0.7% |
| 1913 | 1 | < 0.1% |
| 1923 | 57 | 1.2% |
| 1934 | 6 | 0.1% |
| 1945 | 7 | 0.2% |
| 1948 | 1 | < 0.1% |
| 1953 | 1 | < 0.1% |
| 1954 | 8 | 0.2% |
| 1955 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2014 | 72 | |
| 2013 | 61 | |
| 2012 | 45 | |
| 2011 | 54 | |
| 2010 | 30 | 0.7% |
| 2009 | 109 | |
| 2008 | 45 | |
| 2007 | 7 | 0.2% |
| 2006 | 68 | |
| 2005 | 95 |
street
Text
| Distinct | 4525 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 332.6 KiB |
Length
| Max length | 46 |
|---|---|
| Median length | 40 |
| Mean length | 17.018261 |
| Min length | 8 |
Characters and Unicode
| Total characters | 78284 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4453 ? |
|---|---|
| Unique (%) | 96.8% |
Sample
| 1st row | 18810 Densmore Ave N |
|---|---|
| 2nd row | 709 W Blaine St |
| 3rd row | 26206-26214 143rd Ave SE |
| 4th row | 857 170th Pl NE |
| 5th row | 9105 170th Ave NE |
| Value | Count | Frequency (%) |
| ave | 1940 | 10.5% |
| ne | 1358 | 7.4% |
| se | 1180 | 6.4% |
| st | 1171 | 6.3% |
| pl | 807 | 4.4% |
| s | 562 | 3.0% |
| sw | 513 | 2.8% |
| n | 292 | 1.6% |
| nw | 288 | 1.6% |
| ct | 173 | 0.9% |
| Other values (4805) | 10157 |
Most occurring characters
| Value | Count | Frequency (%) |
| 13841 | ||
| 1 | 5952 | 7.6% |
| t | 4628 | 5.9% |
| 2 | 4618 | 5.9% |
| S | 3522 | 4.5% |
| 0 | 3119 | 4.0% |
| 3 | 3090 | 3.9% |
| e | 2891 | 3.7% |
| h | 2787 | 3.6% |
| 4 | 2775 | 3.5% |
| Other values (52) | 31061 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29557 | |
| Lowercase Letter | 20844 | |
| Space Separator | 13841 | |
| Uppercase Letter | 13697 | |
| Dash Punctuation | 343 | 0.4% |
| Other Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 4628 | |
| e | 2891 | |
| h | 2787 | |
| v | 2044 | |
| l | 1311 | 6.3% |
| r | 1115 | 5.3% |
| n | 1066 | 5.1% |
| d | 1000 | 4.8% |
| a | 907 | 4.4% |
| s | 589 | 2.8% |
| Other values (15) | 2506 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 3522 | |
| E | 2718 | |
| A | 2018 | |
| N | 1966 | |
| W | 1183 | 8.6% |
| P | 895 | 6.5% |
| C | 283 | 2.1% |
| D | 184 | 1.3% |
| L | 150 | 1.1% |
| M | 148 | 1.1% |
| Other values (14) | 630 | 4.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5952 | |
| 2 | 4618 | |
| 0 | 3119 | |
| 3 | 3090 | |
| 4 | 2775 | |
| 5 | 2409 | |
| 6 | 2060 | 7.0% |
| 7 | 1928 | 6.5% |
| 8 | 1849 | 6.3% |
| 9 | 1757 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 13841 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 343 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43743 | |
| Latin | 34541 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 4628 | |
| S | 3522 | 10.2% |
| e | 2891 | 8.4% |
| h | 2787 | 8.1% |
| E | 2718 | 7.9% |
| v | 2044 | 5.9% |
| A | 2018 | 5.8% |
| N | 1966 | 5.7% |
| l | 1311 | 3.8% |
| W | 1183 | 3.4% |
| Other values (39) | 9473 |
Common
| Value | Count | Frequency (%) |
| 13841 | ||
| 1 | 5952 | |
| 2 | 4618 | 10.6% |
| 0 | 3119 | 7.1% |
| 3 | 3090 | 7.1% |
| 4 | 2775 | 6.3% |
| 5 | 2409 | 5.5% |
| 6 | 2060 | 4.7% |
| 7 | 1928 | 4.4% |
| 8 | 1849 | 4.2% |
| Other values (3) | 2102 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 78284 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 13841 | ||
| 1 | 5952 | 7.6% |
| t | 4628 | 5.9% |
| 2 | 4618 | 5.9% |
| S | 3522 | 4.5% |
| 0 | 3119 | 4.0% |
| 3 | 3090 | 3.9% |
| e | 2891 | 3.7% |
| h | 2787 | 3.6% |
| 4 | 2775 | 3.5% |
| Other values (52) | 31061 |
city
Categorical
| Distinct | 44 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 291.0 KiB |
| Seattle | |
|---|---|
| Renton | |
| Bellevue | |
| Redmond | |
| Issaquah | 187 |
| Other values (39) |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 7.753913 |
| Min length | 4 |
Characters and Unicode
| Total characters | 35668 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Shoreline |
|---|---|
| 2nd row | Seattle |
| 3rd row | Kent |
| 4th row | Bellevue |
| 5th row | Redmond |
Common Values
| Value | Count | Frequency (%) |
| Seattle | 1573 | |
| Renton | 293 | 6.4% |
| Bellevue | 286 | 6.2% |
| Redmond | 235 | 5.1% |
| Issaquah | 187 | 4.1% |
| Kirkland | 187 | 4.1% |
| Kent | 185 | 4.0% |
| Auburn | 176 | 3.8% |
| Sammamish | 175 | 3.8% |
| Federal Way | 148 | 3.2% |
| Other values (34) | 1155 |
Length
| Value | Count | Frequency (%) |
| seattle | 1573 | |
| renton | 293 | 5.7% |
| bellevue | 286 | 5.5% |
| redmond | 235 | 4.5% |
| issaquah | 187 | 3.6% |
| kirkland | 187 | 3.6% |
| kent | 185 | 3.6% |
| auburn | 176 | 3.4% |
| sammamish | 175 | 3.4% |
| federal | 148 | 2.9% |
| Other values (47) | 1722 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6423 | |
| t | 3861 | |
| l | 3602 | 10.1% |
| a | 3573 | 10.0% |
| n | 2261 | 6.3% |
| S | 1975 | 5.5% |
| o | 1382 | 3.9% |
| r | 1137 | 3.2% |
| d | 1113 | 3.1% |
| i | 1079 | 3.0% |
| Other values (35) | 9262 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 29903 | |
| Uppercase Letter | 5197 | 14.6% |
| Space Separator | 567 | 1.6% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6423 | |
| t | 3861 | |
| l | 3602 | |
| a | 3573 | |
| n | 2261 | 7.6% |
| o | 1382 | 4.6% |
| r | 1137 | 3.8% |
| d | 1113 | 3.7% |
| i | 1079 | 3.6% |
| u | 1071 | 3.6% |
| Other values (14) | 4401 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1975 | |
| R | 535 | 10.3% |
| B | 453 | 8.7% |
| K | 438 | 8.4% |
| I | 274 | 5.3% |
| W | 263 | 5.1% |
| M | 253 | 4.9% |
| F | 196 | 3.8% |
| A | 182 | 3.5% |
| V | 126 | 2.4% |
| Other values (9) | 502 | 9.7% |
Space Separator
| Value | Count | Frequency (%) |
| 567 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 35100 | |
| Common | 568 | 1.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6423 | |
| t | 3861 | |
| l | 3602 | |
| a | 3573 | |
| n | 2261 | 6.4% |
| S | 1975 | 5.6% |
| o | 1382 | 3.9% |
| r | 1137 | 3.2% |
| d | 1113 | 3.2% |
| i | 1079 | 3.1% |
| Other values (33) | 8694 |
Common
| Value | Count | Frequency (%) |
| 567 | ||
| - | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35668 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6423 | |
| t | 3861 | |
| l | 3602 | 10.1% |
| a | 3573 | 10.0% |
| n | 2261 | 6.3% |
| S | 1975 | 5.5% |
| o | 1382 | 3.9% |
| r | 1137 | 3.2% |
| d | 1113 | 3.1% |
| i | 1079 | 3.0% |
| Other values (35) | 9262 |
statezip
Text
| Distinct | 77 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 292.1 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 36800 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | WA 98133 |
|---|---|
| 2nd row | WA 98119 |
| 3rd row | WA 98042 |
| 4th row | WA 98008 |
| 5th row | WA 98052 |
| Value | Count | Frequency (%) |
| wa | 4600 | |
| 98103 | 148 | 1.6% |
| 98052 | 135 | 1.5% |
| 98117 | 132 | 1.4% |
| 98115 | 130 | 1.4% |
| 98006 | 110 | 1.2% |
| 98059 | 106 | 1.2% |
| 98042 | 100 | 1.1% |
| 98034 | 99 | 1.1% |
| 98074 | 98 | 1.1% |
| Other values (68) | 3542 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 5274 | |
| 9 | 5201 | |
| W | 4600 | |
| A | 4600 | |
| 4600 | ||
| 0 | 3695 | |
| 1 | 2741 | |
| 5 | 1275 | 3.5% |
| 2 | 1244 | 3.4% |
| 3 | 1146 | 3.1% |
| Other values (3) | 2424 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 23000 | |
| Uppercase Letter | 9200 | 25.0% |
| Space Separator | 4600 | 12.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 5274 | |
| 9 | 5201 | |
| 0 | 3695 | |
| 1 | 2741 | |
| 5 | 1275 | 5.5% |
| 2 | 1244 | 5.4% |
| 3 | 1146 | 5.0% |
| 7 | 876 | 3.8% |
| 4 | 778 | 3.4% |
| 6 | 770 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 4600 | |
| A | 4600 |
Space Separator
| Value | Count | Frequency (%) |
| 4600 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 27600 | |
| Latin | 9200 | 25.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 8 | 5274 | |
| 9 | 5201 | |
| 4600 | ||
| 0 | 3695 | |
| 1 | 2741 | |
| 5 | 1275 | 4.6% |
| 2 | 1244 | 4.5% |
| 3 | 1146 | 4.2% |
| 7 | 876 | 3.2% |
| 4 | 778 | 2.8% |
Latin
| Value | Count | Frequency (%) |
| W | 4600 | |
| A | 4600 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8 | 5274 | |
| 9 | 5201 | |
| W | 4600 | |
| A | 4600 | |
| 4600 | ||
| 0 | 3695 | |
| 1 | 2741 | |
| 5 | 1275 | 3.5% |
| 2 | 1244 | 3.4% |
| 3 | 1146 | 3.1% |
| Other values (3) | 2424 |
country
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 269.7 KiB |
| USA |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 13800 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | USA |
|---|---|
| 2nd row | USA |
| 3rd row | USA |
| 4th row | USA |
| 5th row | USA |
Common Values
| Value | Count | Frequency (%) |
| USA | 4600 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| usa | 4600 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 4600 | |
| S | 4600 | |
| A | 4600 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 13800 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 4600 | |
| S | 4600 | |
| A | 4600 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13800 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 4600 | |
| S | 4600 | |
| A | 4600 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 4600 | |
| S | 4600 | |
| A | 4600 |
| price | bedrooms | bathrooms | sqft_living | sqft_lot | floors | sqft_above | sqft_basement | yr_built | yr_renovated | waterfront | view | condition | city | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| price | 1.000 | 0.338 | 0.492 | 0.631 | 0.075 | 0.321 | 0.534 | 0.237 | 0.084 | -0.071 | 0.226 | 0.094 | 0.000 | 0.114 |
| bedrooms | 0.338 | 1.000 | 0.538 | 0.652 | 0.238 | 0.220 | 0.533 | 0.248 | 0.160 | -0.056 | 0.000 | 0.086 | 0.066 | 0.098 |
| bathrooms | 0.492 | 0.538 | 1.000 | 0.747 | 0.092 | 0.540 | 0.696 | 0.190 | 0.530 | -0.213 | 0.166 | 0.146 | 0.129 | 0.145 |
| sqft_living | 0.631 | 0.652 | 0.747 | 1.000 | 0.325 | 0.397 | 0.843 | 0.323 | 0.322 | -0.127 | 0.269 | 0.173 | 0.046 | 0.148 |
| sqft_lot | 0.075 | 0.238 | 0.092 | 0.325 | 1.000 | -0.204 | 0.305 | 0.023 | -0.012 | 0.051 | 0.000 | 0.049 | 0.052 | 0.185 |
| floors | 0.321 | 0.220 | 0.540 | 0.397 | -0.204 | 1.000 | 0.604 | -0.288 | 0.538 | -0.229 | 0.000 | 0.033 | 0.186 | 0.190 |
| sqft_above | 0.534 | 0.533 | 0.696 | 0.843 | 0.305 | 0.604 | 1.000 | -0.172 | 0.460 | -0.169 | 0.134 | 0.102 | 0.108 | 0.180 |
| sqft_basement | 0.237 | 0.248 | 0.190 | 0.323 | 0.023 | -0.288 | -0.172 | 1.000 | -0.212 | 0.054 | 0.211 | 0.195 | 0.117 | 0.113 |
| yr_built | 0.084 | 0.160 | 0.530 | 0.322 | -0.012 | 0.538 | 0.460 | -0.212 | 1.000 | -0.315 | 0.026 | 0.055 | 0.265 | 0.267 |
| yr_renovated | -0.071 | -0.056 | -0.213 | -0.127 | 0.051 | -0.229 | -0.169 | 0.054 | -0.315 | 1.000 | 0.000 | 0.050 | 0.217 | 0.213 |
| waterfront | 0.226 | 0.000 | 0.166 | 0.269 | 0.000 | 0.000 | 0.134 | 0.211 | 0.026 | 0.000 | 1.000 | 0.483 | 0.000 | 0.234 |
| view | 0.094 | 0.086 | 0.146 | 0.173 | 0.049 | 0.033 | 0.102 | 0.195 | 0.055 | 0.050 | 0.483 | 1.000 | 0.027 | 0.113 |
| condition | 0.000 | 0.066 | 0.129 | 0.046 | 0.052 | 0.186 | 0.108 | 0.117 | 0.265 | 0.217 | 0.000 | 0.027 | 1.000 | 0.131 |
| city | 0.114 | 0.098 | 0.145 | 0.148 | 0.185 | 0.190 | 0.180 | 0.113 | 0.267 | 0.213 | 0.234 | 0.113 | 0.131 | 1.000 |
| date | price | bedrooms | bathrooms | sqft_living | sqft_lot | floors | waterfront | view | condition | sqft_above | sqft_basement | yr_built | yr_renovated | street | city | statezip | country | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2014-05-02 00:00:00 | 313000.0 | 3.0 | 1.50 | 1340 | 7912 | 1.5 | 0 | 0 | 3 | 1340 | 0 | 1955 | 2005 | 18810 Densmore Ave N | Shoreline | WA 98133 | USA |
| 1 | 2014-05-02 00:00:00 | 2384000.0 | 5.0 | 2.50 | 3650 | 9050 | 2.0 | 0 | 4 | 5 | 3370 | 280 | 1921 | 0 | 709 W Blaine St | Seattle | WA 98119 | USA |
| 2 | 2014-05-02 00:00:00 | 342000.0 | 3.0 | 2.00 | 1930 | 11947 | 1.0 | 0 | 0 | 4 | 1930 | 0 | 1966 | 0 | 26206-26214 143rd Ave SE | Kent | WA 98042 | USA |
| 3 | 2014-05-02 00:00:00 | 420000.0 | 3.0 | 2.25 | 2000 | 8030 | 1.0 | 0 | 0 | 4 | 1000 | 1000 | 1963 | 0 | 857 170th Pl NE | Bellevue | WA 98008 | USA |
| 4 | 2014-05-02 00:00:00 | 550000.0 | 4.0 | 2.50 | 1940 | 10500 | 1.0 | 0 | 0 | 4 | 1140 | 800 | 1976 | 1992 | 9105 170th Ave NE | Redmond | WA 98052 | USA |
| 5 | 2014-05-02 00:00:00 | 490000.0 | 2.0 | 1.00 | 880 | 6380 | 1.0 | 0 | 0 | 3 | 880 | 0 | 1938 | 1994 | 522 NE 88th St | Seattle | WA 98115 | USA |
| 6 | 2014-05-02 00:00:00 | 335000.0 | 2.0 | 2.00 | 1350 | 2560 | 1.0 | 0 | 0 | 3 | 1350 | 0 | 1976 | 0 | 2616 174th Ave NE | Redmond | WA 98052 | USA |
| 7 | 2014-05-02 00:00:00 | 482000.0 | 4.0 | 2.50 | 2710 | 35868 | 2.0 | 0 | 0 | 3 | 2710 | 0 | 1989 | 0 | 23762 SE 253rd Pl | Maple Valley | WA 98038 | USA |
| 8 | 2014-05-02 00:00:00 | 452500.0 | 3.0 | 2.50 | 2430 | 88426 | 1.0 | 0 | 0 | 4 | 1570 | 860 | 1985 | 0 | 46611-46625 SE 129th St | North Bend | WA 98045 | USA |
| 9 | 2014-05-02 00:00:00 | 640000.0 | 4.0 | 2.00 | 1520 | 6200 | 1.5 | 0 | 0 | 3 | 1520 | 0 | 1945 | 2010 | 6811 55th Ave NE | Seattle | WA 98115 | USA |
| date | price | bedrooms | bathrooms | sqft_living | sqft_lot | floors | waterfront | view | condition | sqft_above | sqft_basement | yr_built | yr_renovated | street | city | statezip | country | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4590 | 2014-07-08 00:00:00 | 380680.555556 | 4.0 | 2.50 | 2620 | 8331 | 2.0 | 0 | 0 | 3 | 2620 | 0 | 1991 | 0 | 13602 SE 186th Pl | Renton | WA 98058 | USA |
| 4591 | 2014-07-08 00:00:00 | 396166.666667 | 3.0 | 1.75 | 1880 | 5752 | 1.0 | 0 | 0 | 4 | 940 | 940 | 1945 | 0 | 3529 SW Webster St | Seattle | WA 98126 | USA |
| 4592 | 2014-07-08 00:00:00 | 252980.000000 | 4.0 | 2.50 | 2530 | 8169 | 2.0 | 0 | 0 | 3 | 2530 | 0 | 1993 | 0 | 37654 18th Pl S | Federal Way | WA 98003 | USA |
| 4593 | 2014-07-08 00:00:00 | 289373.307692 | 3.0 | 2.50 | 2538 | 4600 | 2.0 | 0 | 0 | 3 | 2538 | 0 | 2013 | 1923 | 5703 Charlotte Ave SE | Auburn | WA 98092 | USA |
| 4594 | 2014-07-09 00:00:00 | 210614.285714 | 3.0 | 2.50 | 1610 | 7223 | 2.0 | 0 | 0 | 3 | 1610 | 0 | 1994 | 0 | 26306 127th Ave SE | Kent | WA 98030 | USA |
| 4595 | 2014-07-09 00:00:00 | 308166.666667 | 3.0 | 1.75 | 1510 | 6360 | 1.0 | 0 | 0 | 4 | 1510 | 0 | 1954 | 1979 | 501 N 143rd St | Seattle | WA 98133 | USA |
| 4596 | 2014-07-09 00:00:00 | 534333.333333 | 3.0 | 2.50 | 1460 | 7573 | 2.0 | 0 | 0 | 3 | 1460 | 0 | 1983 | 2009 | 14855 SE 10th Pl | Bellevue | WA 98007 | USA |
| 4597 | 2014-07-09 00:00:00 | 416904.166667 | 3.0 | 2.50 | 3010 | 7014 | 2.0 | 0 | 0 | 3 | 3010 | 0 | 2009 | 0 | 759 Ilwaco Pl NE | Renton | WA 98059 | USA |
| 4598 | 2014-07-10 00:00:00 | 203400.000000 | 4.0 | 2.00 | 2090 | 6630 | 1.0 | 0 | 0 | 3 | 1070 | 1020 | 1974 | 0 | 5148 S Creston St | Seattle | WA 98178 | USA |
| 4599 | 2014-07-10 00:00:00 | 220600.000000 | 3.0 | 2.50 | 1490 | 8102 | 2.0 | 0 | 0 | 4 | 1490 | 0 | 1990 | 0 | 18717 SE 258th St | Covington | WA 98042 | USA |